{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "#pip install git+https://github.com/quantopian/pyfolio\n",
    "# import again if first time not work\n",
    "import pyfolio"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/ubuntu/anaconda3/lib/python3.6/site-packages/matplotlib/__init__.py:1405: UserWarning: \n",
      "This call to matplotlib.use() has no effect because the backend has already\n",
      "been chosen; matplotlib.use() must be called *before* pylab, matplotlib.pyplot,\n",
      "or matplotlib.backends is imported for the first time.\n",
      "\n",
      "  warnings.warn(_use_error_msg)\n"
     ]
    }
   ],
   "source": [
    "import matplotlib\n",
    "matplotlib.use('Agg')\n",
    "%matplotlib inline"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_daily_return(df):\n",
    "    df['daily_return']=df.account_value.pct_change(1)\n",
    "    #df=df.dropna()\n",
    "    print('Sharpe: ',(252**0.5)*df['daily_return'].mean()/ df['daily_return'].std())\n",
    "    return df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "def backtest_strat(df):\n",
    "    strategy_ret= df.copy()\n",
    "    strategy_ret['Date'] = pd.to_datetime(strategy_ret['Date'])\n",
    "    strategy_ret.set_index('Date', drop = False, inplace = True)\n",
    "    strategy_ret.index = strategy_ret.index.tz_localize('UTC')\n",
    "    del strategy_ret['Date']\n",
    "    ts = pd.Series(strategy_ret['daily_return'].values, index=strategy_ret.index)\n",
    "    return ts"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "def get_account_value(model_name):\n",
    "    df_account_value=pd.DataFrame()\n",
    "    for i in range(rebalance_window+validation_window, len(unique_trade_date)+1,rebalance_window):\n",
    "        temp = pd.read_csv('results/account_value_trade_{}_{}.csv'.format(model_name,i))\n",
    "        df_account_value = df_account_value.append(temp,ignore_index=True)\n",
    "    df_account_value = pd.DataFrame({'account_value':df_account_value['0']})\n",
    "    sharpe=(252**0.5)*df_account_value.account_value.pct_change(1).mean()/df_account_value.account_value.pct_change(1).std()\n",
    "    print(sharpe)\n",
    "    df_account_value=df_account_value.join(df_trade_date[63:].reset_index(drop=True))\n",
    "    return df_account_value"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## DJIA"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "dji = pd.read_csv(\"data/^DJI.csv\")\n",
    "test_dji=dji[(dji['Date']>='2016-01-01') & (dji['Date']<='2020-06-30')]\n",
    "test_dji = test_dji.reset_index(drop=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(1131, 7)"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "test_dji.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Date</th>\n",
       "      <th>Open</th>\n",
       "      <th>High</th>\n",
       "      <th>Low</th>\n",
       "      <th>Close</th>\n",
       "      <th>Adj Close</th>\n",
       "      <th>Volume</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>2016-01-04</td>\n",
       "      <td>17405.480469</td>\n",
       "      <td>17405.480469</td>\n",
       "      <td>16957.630859</td>\n",
       "      <td>17148.939453</td>\n",
       "      <td>17148.939453</td>\n",
       "      <td>148060000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>2016-01-05</td>\n",
       "      <td>17147.500000</td>\n",
       "      <td>17195.839844</td>\n",
       "      <td>17038.609375</td>\n",
       "      <td>17158.660156</td>\n",
       "      <td>17158.660156</td>\n",
       "      <td>105750000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>2016-01-06</td>\n",
       "      <td>17154.830078</td>\n",
       "      <td>17154.830078</td>\n",
       "      <td>16817.619141</td>\n",
       "      <td>16906.509766</td>\n",
       "      <td>16906.509766</td>\n",
       "      <td>120250000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>2016-01-07</td>\n",
       "      <td>16888.359375</td>\n",
       "      <td>16888.359375</td>\n",
       "      <td>16463.630859</td>\n",
       "      <td>16514.099609</td>\n",
       "      <td>16514.099609</td>\n",
       "      <td>176240000</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>2016-01-08</td>\n",
       "      <td>16519.169922</td>\n",
       "      <td>16651.890625</td>\n",
       "      <td>16314.570313</td>\n",
       "      <td>16346.450195</td>\n",
       "      <td>16346.450195</td>\n",
       "      <td>141850000</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "         Date          Open          High           Low         Close  \\\n",
       "0  2016-01-04  17405.480469  17405.480469  16957.630859  17148.939453   \n",
       "1  2016-01-05  17147.500000  17195.839844  17038.609375  17158.660156   \n",
       "2  2016-01-06  17154.830078  17154.830078  16817.619141  16906.509766   \n",
       "3  2016-01-07  16888.359375  16888.359375  16463.630859  16514.099609   \n",
       "4  2016-01-08  16519.169922  16651.890625  16314.570313  16346.450195   \n",
       "\n",
       "      Adj Close     Volume  \n",
       "0  17148.939453  148060000  \n",
       "1  17158.660156  105750000  \n",
       "2  16906.509766  120250000  \n",
       "3  16514.099609  176240000  \n",
       "4  16346.450195  141850000  "
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "test_dji.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "test_dji['daily_return']=test_dji['Adj Close'].pct_change(1)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "dow_strat = backtest_strat(test_dji)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Ensemble Strategy"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [],
   "source": [
    "df=pd.read_csv('data/dow_30_2009_2020.csv')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "rebalance_window = 63\n",
    "validation_window = 63\n",
    "unique_trade_date = df[(df.datadate > 20151001)&(df.datadate <= 20200707)].datadate.unique()\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [],
   "source": [
    "df_trade_date = pd.DataFrame({'datadate':unique_trade_date})"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "1.228844409345603\n"
     ]
    }
   ],
   "source": [
    "ensemble_account_value = get_account_value('ensemble')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.axes._subplots.AxesSubplot at 0x7fd4b7cecb70>"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fd4b7cec198>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "ensemble_account_value.account_value.plot()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Sharpe:  1.228844409345603\n"
     ]
    }
   ],
   "source": [
    "ensemble_account_value = get_daily_return(ensemble_account_value)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "ensemble_account_value['Date'] = test_dji['Date']"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>account_value</th>\n",
       "      <th>datadate</th>\n",
       "      <th>daily_return</th>\n",
       "      <th>Date</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>1000000.000000</td>\n",
       "      <td>20160104</td>\n",
       "      <td>NaN</td>\n",
       "      <td>2016-01-04</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>999766.377061</td>\n",
       "      <td>20160105</td>\n",
       "      <td>-0.000234</td>\n",
       "      <td>2016-01-05</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>996082.812086</td>\n",
       "      <td>20160106</td>\n",
       "      <td>-0.003684</td>\n",
       "      <td>2016-01-06</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>987426.926353</td>\n",
       "      <td>20160107</td>\n",
       "      <td>-0.008690</td>\n",
       "      <td>2016-01-07</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>981842.006716</td>\n",
       "      <td>20160108</td>\n",
       "      <td>-0.005656</td>\n",
       "      <td>2016-01-08</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    account_value  datadate  daily_return        Date\n",
       "0  1000000.000000  20160104           NaN  2016-01-04\n",
       "1   999766.377061  20160105     -0.000234  2016-01-05\n",
       "2   996082.812086  20160106     -0.003684  2016-01-06\n",
       "3   987426.926353  20160107     -0.008690  2016-01-07\n",
       "4   981842.006716  20160108     -0.005656  2016-01-08"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "ensemble_account_value.head()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "ensemble_strat = backtest_strat(ensemble_account_value[0:1097])"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "#ensemble_account_value.to_csv('results/df_account_value_ensemble_daily_return.csv',index=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\"><th>Start date</th><td colspan=2>2016-01-04</td></tr>\n",
       "    <tr style=\"text-align: right;\"><th>End date</th><td colspan=2>2020-05-12</td></tr>\n",
       "    <tr style=\"text-align: right;\"><th>Total months</th><td colspan=2>52</td></tr>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>Backtest</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>Annual return</th>\n",
       "      <td>11.602%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Cumulative returns</th>\n",
       "      <td>61.257%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Annual volatility</th>\n",
       "      <td>9.193%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Sharpe ratio</th>\n",
       "      <td>1.24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Calmar ratio</th>\n",
       "      <td>1.58</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Stability</th>\n",
       "      <td>0.89</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Max drawdown</th>\n",
       "      <td>-7.349%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Omega ratio</th>\n",
       "      <td>1.31</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Sortino ratio</th>\n",
       "      <td>1.85</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Skew</th>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Kurtosis</th>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Tail ratio</th>\n",
       "      <td>1.24</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Daily value at risk</th>\n",
       "      <td>-1.113%</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Alpha</th>\n",
       "      <td>0.10</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>Beta</th>\n",
       "      <td>0.20</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th>Worst drawdown periods</th>\n",
       "      <th>Net drawdown in %</th>\n",
       "      <th>Peak date</th>\n",
       "      <th>Valley date</th>\n",
       "      <th>Recovery date</th>\n",
       "      <th>Duration</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>7.35</td>\n",
       "      <td>2019-07-15</td>\n",
       "      <td>2019-11-06</td>\n",
       "      <td>NaT</td>\n",
       "      <td>NaN</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>7.34</td>\n",
       "      <td>2017-03-01</td>\n",
       "      <td>2017-05-17</td>\n",
       "      <td>2017-07-26</td>\n",
       "      <td>106</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>6.84</td>\n",
       "      <td>2018-10-16</td>\n",
       "      <td>2018-12-24</td>\n",
       "      <td>2019-01-10</td>\n",
       "      <td>63</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>6.07</td>\n",
       "      <td>2016-01-04</td>\n",
       "      <td>2016-01-27</td>\n",
       "      <td>2016-02-25</td>\n",
       "      <td>39</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>4.47</td>\n",
       "      <td>2016-06-23</td>\n",
       "      <td>2016-06-27</td>\n",
       "      <td>2016-07-08</td>\n",
       "      <td>12</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>"
      ],
      "text/plain": [
       "<IPython.core.display.HTML object>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/ubuntu/anaconda3/lib/python3.6/site-packages/pyfolio/tears.py:907: UserWarning: Passed returns do not overlap with anyinteresting times.\n",
      "  'interesting times.', UserWarning)\n"
     ]
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<matplotlib.figure.Figure at 0x7fd4b7534080>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "with pyfolio.plotting.plotting_context(font_scale=1.1):\n",
    "    pyfolio.create_full_tear_sheet(returns = ensemble_strat,\n",
    "                                   benchmark_rets=dow_strat, set_context=False)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "venv_pyfolio",
   "language": "python",
   "name": "venv_pyfolio"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.6.9"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
